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Magnitude fork that only supports Word2Vec, GloVe and fastText embeddings

Project description

Magnitude fork that only supports Word2Vec, GloVe and fastText embeddings

This repository makes the following changes to the excellent Magnitude project:

  • Project simplified to only support Word2Vec, GloVe and fastText embeddings
  • Approximate indexing/search methods removed
  • Annoy, AllenNLP (ELMo) and Torch dependencies removed
  • Removed internal SQLite related libraries (pysqlite, apsw) and use system SQLite package
  • Removed logic to download and stream models. Models must all be locally available, remote servers will not be checked.
  • Build process simplified to use PyPi dependencies

See Magnitude project for documentation and links to pre-trained models: https://github.com/plasticityai/magnitude

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